Topological and Statistical Methods for Complex Data Tackling Large-Scale, High-Dimensional, and Multivariate Data Spaces /

This book contains papers presented at the Workshop on the Analysis of Large-scale, High-Dimensional, and Multi-Variate Data Using Topology and Statistics, held in Le Barp, France, June 2013. It features the work of some of the most prominent and recognized leaders in the field who examine challenge...

Πλήρης περιγραφή

Λεπτομέρειες βιβλιογραφικής εγγραφής
Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
Άλλοι συγγραφείς: Bennett, Janine (Επιμελητής έκδοσης), Vivodtzev, Fabien (Επιμελητής έκδοσης), Pascucci, Valerio (Επιμελητής έκδοσης)
Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
Γλώσσα:English
Έκδοση: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2015.
Σειρά:Mathematics and Visualization,
Θέματα:
Διαθέσιμο Online:Full Text via HEAL-Link
Πίνακας περιεχομένων:
  • I. Large-scale data analysis: In-situ and distributed analysis
  • II. Large-scale data analysis: Efficient representation of large-functions
  • III. Multi-variate data analysis: Structural techniques
  • IV. Multi-variate data analysis: Classification and visualization of vector fields
  •  V. High-dimensional data analysis: Exploration of high-dimensional models
  • VI. High-dimensional data analysis: Analysis of large systems.